Python file will not run file even though its specified as a configuration

I have a question about running python files. I recently added a file structure to my project and set the src folder as the root. I have a configuration set to run main.py however, pycharm will only run feature_extraction.py. Why is this happening? I thought I set the configuration correctly. Any ideas?

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Hi, what do you mean by "pycharm will only run feature_extraction.py" ? What happens when you run "main" run configuration? 

E.g. what happens if you open the main script in the editor, then right-click on it and select "Run main.py" ? 

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